Passengers wait for the red line subway in Washington. Two bills introduced to Congress in March would eliminate mass transit funding from the Highway Trust Fund.

WASHINGTON — It wasn’t an April Fool’s joke, The American Road and Transportation Builders Association made sure to note Wednesday before it released its list of U.S. bridges in need of repair — there really are 61,000 “structurally deficient”...